Record, CLM, bronze and silver
CLM-421127
Received 2026-09-22T03:02:02Z, line 46,206 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | FRANCES | Frances | Changed |
| Middle | — | — | Unchanged |
| Last name | RUIZ | Ruiz | Changed |
| Date of birth | 28-05-1949 | 1949-05-28 | Parsed |
| Gender | - | — | Cleared |
| Member ID | UHC-20383-93 | UHC-20383-93 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 440.666.3884 | 4406663884 | Parsed |
| N/A | — | Cleared | |
| Address | 4560 Cedar Ln | 4560 Cedar Ln | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | ·Arizona | AZ | Changed |
| ZIP | 85215 | 85215 | Unchanged |
| Group | GRP-6249 | GRP-6249 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- frances|ruiz
- Address key
- 4560|cedar|85215
- Canonical first
- frances
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-421128 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421126 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028973
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frances Ruiz, 1949-05-28, 3 records, Verified
Evidence
Matched against CLM-421128
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically07949507852026-10-22 12:43:54, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automaticallyf36001d5b62026-10-19 19:54:38, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automatically4af30e18112026-10-19 19:52:09, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automatically1e14b4ca892026-10-19 19:45:42, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automatically00811248562026-10-19 19:32:31, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automatically396185570e2026-10-19 19:31:28, scoring_agentidentity id MBR-001391, confidence 0.968, method probabilistic, matched record ENR-127714, policy version 1